{"id":"https://openalex.org/W3045900848","doi":"https://doi.org/10.1109/icc40277.2020.9148749","title":"Power Control in Internet of Drones by Deep Reinforcement Learning","display_name":"Power Control in Internet of Drones by Deep Reinforcement Learning","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045900848","doi":"https://doi.org/10.1109/icc40277.2020.9148749","mag":"3045900848"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9148749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9148749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079761580","display_name":"Jingjing Yao","orcid":"https://orcid.org/0000-0001-5828-9124"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jingjing Yao","raw_affiliation_strings":["Advanced Networking Lab., Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA","New Jersey Inst. of Technology#TAB#"],"affiliations":[{"raw_affiliation_string":"Advanced Networking Lab., Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"New Jersey Inst. of Technology#TAB#","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008864376","display_name":"Nirwan Ansari","orcid":"https://orcid.org/0000-0001-8541-3565"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nirwan Ansari","raw_affiliation_strings":["Advanced Networking Lab., Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA","[Advanced Networking Lab., Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA]"],"affiliations":[{"raw_affiliation_string":"Advanced Networking Lab., Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"[Advanced Networking Lab., Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA]","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079761580"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":1.1302,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.77903653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.8163468837738037},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.7280774116516113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244550585746765},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7206536531448364},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5041061639785767},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4625510573387146},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46137866377830505},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42529308795928955},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.41794854402542114},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3906472325325012},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.36984723806381226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29665544629096985}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8163468837738037},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.7280774116516113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244550585746765},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7206536531448364},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5041061639785767},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4625510573387146},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46137866377830505},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42529308795928955},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.41794854402542114},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3906472325325012},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.36984723806381226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29665544629096985},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc40277.2020.9148749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9148749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1988456768","https://openalex.org/W2046376809","https://openalex.org/W2046672513","https://openalex.org/W2112170521","https://openalex.org/W2125890412","https://openalex.org/W2127108080","https://openalex.org/W2139418546","https://openalex.org/W2155027007","https://openalex.org/W2229747717","https://openalex.org/W2767359317","https://openalex.org/W2772589676","https://openalex.org/W2804410507","https://openalex.org/W2806940739","https://openalex.org/W2883880986","https://openalex.org/W2888364888","https://openalex.org/W2898047674","https://openalex.org/W2905547828","https://openalex.org/W2916102615","https://openalex.org/W2916798374","https://openalex.org/W2944478701","https://openalex.org/W2952626915","https://openalex.org/W2959960370","https://openalex.org/W2962804513","https://openalex.org/W2963125333","https://openalex.org/W2963864421","https://openalex.org/W2964310887","https://openalex.org/W2991450287","https://openalex.org/W4248286176","https://openalex.org/W6683204974","https://openalex.org/W6684921986"],"related_works":["https://openalex.org/W4400868993","https://openalex.org/W3096874164","https://openalex.org/W1985560493","https://openalex.org/W2386410636","https://openalex.org/W2357975469","https://openalex.org/W2145363145","https://openalex.org/W1626977535","https://openalex.org/W2341346307","https://openalex.org/W3168977894","https://openalex.org/W2315999538"],"abstract_inverted_index":{"Internet":[0],"of":[1,9,53,144],"Drones":[2],"(IoD)":[3],"employs":[4],"drones":[5,32],"as":[6,17],"the":[7,39,45,96,101,105,121],"internet":[8],"things":[10],"(IoT)":[11],"devices":[12],"to":[13,35,44,73,103,119],"provision":[14],"applications":[15],"such":[16],"traffic":[18],"surveillance":[19],"and":[20,41,62,70],"object":[21],"tracking.":[22],"Data":[23],"collection":[24,98],"service":[25,99],"is":[26,56,130,147],"a":[27,113],"typical":[28],"application":[29],"where":[30],"multiple":[31],"are":[33],"deployed":[34],"collect":[36],"information":[37],"from":[38],"ground":[40],"send":[42],"them":[43],"IoT":[46],"gateway":[47],"for":[48,95],"further":[49],"processing.":[50],"The":[51,142],"performance":[52,143],"IoD":[54,93,127],"networks":[55,94],"constrained":[57],"by":[58,133],"drones'":[59,80],"battery":[60],"capacities,":[61],"hence":[63],"we":[64,78],"utilize":[65],"both":[66],"energy":[67,89,108],"harvesting":[68,90],"technologies":[69],"power":[71,83,122],"control":[72,123],"address":[74],"this":[75],"limitation.":[76],"Specifically,":[77],"optimize":[79],"wireless":[81],"transmission":[82],"at":[84],"each":[85],"time":[86],"epoch":[87],"in":[88,125],"aided":[91],"time-varying":[92],"data":[97],"with":[100],"objective":[102],"minimize":[104],"average":[106],"system":[107],"cost.":[109],"We":[110],"then":[111,131],"formulate":[112],"Markov":[114],"Decision":[115],"Process":[116],"(MDP)":[117],"model":[118],"characterize":[120],"process":[124],"dynamic":[126],"networks,":[128],"which":[129],"solved":[132],"our":[134,145],"proposed":[135],"model-free":[136],"deep":[137],"actor-critic":[138],"reinforcement":[139],"learning":[140],"algorithm.":[141],"algorithm":[146],"demonstrated":[148],"via":[149],"extensive":[150],"simulations.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
